{"id":"W4376614182","doi":"10.3390/curroncol30050375","title":"Safety and Efficacy of 2D Brachytherapy vs. 3D Image-Guided Adaptive Brachytherapy for Locally Advanced Cervical Cancer—A Single Institution Retrospective Study","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"McGill University Health Centre; McGill University","keywords":"Brachytherapy; Medicine; Genitourinary system; Hazard ratio; Retrospective cohort study; Cervical cancer; Internal medicine; Odds ratio; Urology; Cancer; Oncology; Gastroenterology; Radiation therapy; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001591259,0.0001965673,0.0005162821,0.0006585136,0.0003015438,0.0007546742,0.0003901775,0.0003233523,0.0006154167],"category_scores_gemma":[0.004229842,0.0002510951,0.000738539,0.001079507,0.0005091502,0.0002945614,0.0003400899,0.0003366319,0.0001650384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00097779,"about_ca_system_score_gemma":0.0006035034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002142607,"about_ca_topic_score_gemma":0.001516146,"domain_scores_codex":[0.9987696,0.0003800336,0.0001651925,0.0003252035,0.0002864696,0.00007352589],"domain_scores_gemma":[0.9948255,0.001485424,0.002504302,0.0004981874,0.0004625399,0.0002241647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00270369,0.0001544218,0.9858804,0.000078001,0.0002145344,0.0002117385,0.0001745826,0.0003022152,0.001430069,0.00001686861,0.00006212273,0.008771302],"study_design_scores_gemma":[0.0001733987,0.005542924,0.9876545,0.00003221604,0.0005486963,0.001675763,0.0003046289,0.0009540743,0.002071281,0.00002973672,0.0009859774,0.00002689296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9984325,0.0008364324,0.0002335895,0.00001458959,0.000002606851,0.00003180141,0.000175787,0.000005316952,0.0002674454],"genre_scores_gemma":[0.9993508,0.0002018686,0.0001561916,0.00002640851,0.000007563314,0.00002220293,0.0001833703,0.00000607752,0.00004551047],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002142607,"threshold_uncertainty_score":0.00841552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1786062602568707,"score_gpt":0.4715233081541767,"score_spread":0.292917047897306,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}